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Peer-reviewedCC BY 4.0Environmental Research Letters

From noise to signal: a data-driven framework for identifying hot moments in water quality timeseries

  • Joaquina Noriega Giménez1
  • Thomas S L Rowan2
  • Mike Bowes3
  • Wouter Buytaert2
  • Gemma Coxon4
  • Daren Gooddy3
  • David M Hannah5
  • Ben C Howard2
  • Nicholas J K Howden6
  • Penny J Johnes4
  • Liam Kelleher5
  • Kieran Khamis5
13 more authors
  • Stefan Krause5,7
  • Dan J Lapworth8
  • Iseult Lynch5
  • Athanasios Paschalis9
  • Daniel S Read3
  • Uwe Schneidewind5
  • Jaswant Singh5
  • James P R Sorensen3
  • Sophie Comer-Warner5,10,11
  • Glenn Watts3
  • Ross Woods6
  • Yanchen Zheng4,6
  • Aaron I Packman1
11 affiliations
  1. 1Northwestern University
  2. 2Imperial College London
  3. 3Maclean Building
  4. 4School of Geographical Sciences, University of Bristol
  5. 5School of Geography, Earth and Environmental Sciences, University of Birmingham
  6. 6School of Civil Aerospace and Design Engineering (CADE), University of Bristol
  7. 7University of Lyon
  8. 8British Geological Survey
  9. 9University of Cyprus
  10. 10University of Maryland
  11. 11Illinois Sustainable Technology Center, University of Illinois Urbana-Champaign
Open at sourcePDFDOICite

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Cite

BibTeXRIS
BibTeX
@article{gimenez2026from,
  title = {{From noise to signal: a data-driven framework for identifying hot moments in water quality timeseries}},
  author = {Joaquina Noriega Giménez and Thomas S L Rowan and Mike Bowes and Wouter Buytaert and Gemma Coxon and Daren Gooddy and David M Hannah and Ben C Howard and Nicholas J K Howden and Penny J Johnes and Liam Kelleher and Kieran Khamis and Stefan Krause and Dan J Lapworth and Iseult Lynch and Athanasios Paschalis and Daniel S Read and Uwe Schneidewind and Jaswant Singh and James P R Sorensen and Sophie Comer-Warner and Glenn Watts and Ross Woods and Yanchen Zheng and Aaron I Packman},
  journal = {Environmental Research Letters},
  year = {2026},
  month = oct,
  doi = {10.1088/1748-9326/aeb55b},
  url = {https://iopscience.iop.org/article/10.1088/1748-9326/aeb55b},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - From noise to signal: a data-driven framework for identifying hot moments in water quality timeseries
AU  - Joaquina Noriega Giménez
AU  - Thomas S L Rowan
AU  - Mike Bowes
AU  - Wouter Buytaert
AU  - Gemma Coxon
AU  - Daren Gooddy
AU  - David M Hannah
AU  - Ben C Howard
AU  - Nicholas J K Howden
AU  - Penny J Johnes
AU  - Liam Kelleher
AU  - Kieran Khamis
AU  - Stefan Krause
AU  - Dan J Lapworth
AU  - Iseult Lynch
AU  - Athanasios Paschalis
AU  - Daniel S Read
AU  - Uwe Schneidewind
AU  - Jaswant Singh
AU  - James P R Sorensen
AU  - Sophie Comer-Warner
AU  - Glenn Watts
AU  - Ross Woods
AU  - Yanchen Zheng
AU  - Aaron I Packman
PY  - 2026
DA  - 2026/10/29
JO  - Environmental Research Letters
DO  - 10.1088/1748-9326/aeb55b
UR  - https://iopscience.iop.org/article/10.1088/1748-9326/aeb55b
SN  - 1748-9326
ER  -